This repository contains the original reference code and hyperparameters for the Generative Adversarial Networks paper. It includes YAML config files for training GAN models on various datasets and a script for estimating log-likelihood using Parzen density estimation. The code requires Theano and Pylearn2 dependencies and trains generative models via adversarial training between a generator and discriminator network.